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fine-tuning-llm

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InternLM / InternLM

Official release of InternLM series (InternLM, InternLM2, InternLM2.5, InternLM3).

聊天机器人 gpt 大语言模型 long-context rlhf fine-tuning-llm chinese flash-attention pretrained-models

Python

7026

497

1 个月前

PacktPublishing / LLM-Engineers-Handbook

The LLM's practical guide: From the fundamentals to deploying advanced LLM and RAG apps to AWS using LLMOps best practices

genai 大语言模型 llmops mlops rag Amazon Web Services fine-tuning-llm llm-evaluation ml-system-design

Python

3943

891

5 个月前

dvlab-research / LongLoRA

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

fine-tuning-llm large-language-models long-context 大语言模型 lora

Python

2681

289

1 年前

peremartra / Large-Language-Model-Notebooks-Course

Practical course about Large Language Models.

chatbots huggingface langchain large-language-models transformers vector-database fine-tuning-llm pruning

Jupyter Notebook

1662

418

1 天前

InternLM / Agent-FLAN

[ACL2024 Findings] Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models

agent 大语言模型聊天机器人 fine-tuning-llm gpt

352

1 年前

promptslab / LLMtuner

FineTune LLMs in few lines of code (Text2Text, Text2Speech, Speech2Text)

fine-tuning fine-tuning-llm finetune finetune-llm finetuning 大语言模型 llm-framework llm-inference llm-training llmops Whisper

Python

241

2 年前

AXYZdong / AMchat

AM (Advanced Mathematics) Chat is a large language model that integrates advanced mathematical knowledge, exercises in higher mathematics, and their solutions. AM (Advanced Mathematics) chat 高等数学大模型。一个集成数学知识和高等数学习题及其解答的大语言模型。

large-language-models 大语言模型数学 fine-tuning-llm gpt

Python

205

1 年前

Simplifine-gamedev / Simplifine

🚀 Easy, open-source LLM finetuning with one-line commands, seamless cloud integration, and popular optimization frameworks. ✨

cloud fine-tuning fine-tuning-llm finetuning-llms large-language-models llama 大语言模型 llm-training Open Source 人工智能 gpt instruction-tuning llama3 lora mistral moe peft phi qwen

Python

1 年前

ymoslem / Adaptive-MT-LLM-Fine-tuning

Fine-tuning Open-Source LLMs for Adaptive Machine Translation

domain-adaptation fine-tuning-llm large-language-models machine-translation mistral

Jupyter Notebook

1 个月前

architkaila / Fine-Tuning-LLMs-for-Medical-Entity-Extraction

Exploring the potential of fine-tuning Large Language Models (LLMs) like Llama2 and StableLM for medical entity extraction. This project focuses on adapting these models using PEFT, Adapter V2, and LoRA techniques to efficiently and accurately extract drug names and adverse side-effects from pharmaceutical texts

entity-extraction fine-tuning-llm large-language-models medical-application parameter-efficient-fine-tuning

Python

2 年前

JonusNattapong / Notebook-Git-Colab

เป็นการรวบรวมแหล่งข้อมูลสำหรับการเรียนรู้เกี่ยวกับปัญญาประดิษฐ์ (Artificial Intelligence - AI) และโมเดลภาษาขนาดใหญ่ (Large Language Models - LLMs) รวมถึงหัวข้อพื้นฐาน, สมุดบันทึกที่แนะนำ, คอร์สออนไลน์, เครื่องมือ, ชุดข้อมูล และเทคนิคขั้นสูงสำหรับการพัฒนาและปรับแต่งโมเดล AI

人工智能 artificial-intelligence-algorithms fine-tuning fine-tuning-llm intelligence large-language-models learning learning-python 大语言模型 Hackathon-Kit 工具

Jupyter Notebook

1 个月前

discus-labs / discus

A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ

大语言模型 synthetic-data synthetic-dataset-generation fine-tuning llm-training fine-tuning-llm gpt gpt-4 huggingface-transformers large-language-models openai Python

Python

2 年前

multimindlab / multimind-sdk

Your SDK solves all of this. One interface. Unified logic. Local + hosted models. Fine-tuning. Agent tools. Enterprise-ready. Hybrid RAG.Star 🌟 if you like it!

ai-agents fine-tuning fine-tuning-llm 大语言模型 SDK agents 人工智能 agentic-ai agentic-framework multimodal-large-language-models multimodal-deep-learning 深度学习神经网络 sdk-python 框架 open-source-ai

Python

1 天前

codelion / ellora

Enhancing LLMs with LoRA

fine-tuning finetuning lora qlora reinforcement-learning training chain-of-thought data-generation distillation finetuning-llms fine-tuning-llm quantization quantization-aware-training reasoning

Jupyter Notebook

12 天前

intel / polite-guard

Source code for Intel's Polite Guard NLP project

fine-tuning-llm synthetic-dataset-generation text-classification

Python

13 天前

dvgodoy / LLM-visuals

Over 60 figures and diagrams of LLMs, quantization, low-rank adapters (LoRA), and chat templates FREE TO USE in your blog posts, slides, presentations, or papers.

data-types fine-tuning fine-tuning-llm hugging-face 大语言模型 lora quantization sft supervised-learning

6 个月前

daekeun-ml / azure-llm-fine-tuning

This hands-on walks you through fine-tuning an open source LLM on Azure and serving the fine-tuned model on Azure. It is intended for Data Scientists and ML engineers who have experience with fine-tuning but are unfamiliar with Azure ML.

azureml fine-tuning-llm

Jupyter Notebook

1 年前